Dissimilarity-based representations for one-class classification on time series

作者：

Highlights：

• One-class classification experiment on 86 time series classification problems.

• Dissimilarity-based representations in the context on one-class time series classification.

• Evaluation of 12 dissimilarity measures and 8 prototype methods.

摘要

•One-class classification experiment on 86 time series classification problems.•Dissimilarity-based representations in the context on one-class time series classification.•Evaluation of 12 dissimilarity measures and 8 prototype methods.

论文关键词：Dissimilarity-based representations,One-class classification,Time series

论文评审过程：Received 29 March 2019, Revised 17 September 2019, Accepted 19 November 2019, Available online 20 November 2019, Version of Record 25 November 2019.

论文官网地址：https://doi.org/10.1016/j.patcog.2019.107122